Male infertility

男性不育
  • 文章类型: Journal Article
    背景:拟除虫菊酯是从除虫菊花中提取的天然有机化合物,通常用作家用和商用杀虫剂。尽管它在昆虫和寄生虫控制方面是有效的,其相关毒性,包括精子毒性,仍然是全球挑战。目前,关于拟除虫菊酯对精液质量影响的现有报道是相互矛盾的,因此,对其有害影响的评估是相关的。本研究对拟除虫菊酯对精子质量的影响进行了详细的系统评价和荟萃分析。材料和方法:本研究是根据系统评价和荟萃分析(PRISMA)指南的首选报告项目进行的。使用预定义的战略协议,使用组合文本词进行互联网搜索。资格标准是根据人口选择的,曝光,比较器,结果,和研究设计(PECO)框架,并收集相关数据。使用健康评估和翻译办公室(OHAT)工具进行评估,以评估偏差风险和建议评估等级,发展,和评估(等级)工作组关于证据确定性的准则。与审查经理(RevMan)进行了定量荟萃分析。结果:筛选的4,050项研究中只有12项符合纳入本研究的条件。符合条件的研究来自中国(4),日本(3)波兰(3)美国(2)。所有符合条件的研究均为横断面研究。共有2,050名男性受试者被纳入荟萃分析。拟除虫菊酯暴露显著降低精子活力。区域分层的亚组分析显示,拟除虫菊酯显着降低波兰和美国男性的精子活力,日本男性精子数量减少。拟除虫菊酯暴露也降低了波兰男性的精子浓度,但增加了美国男性的精子浓度。结论:尽管该研究揭示了拟除虫菊酯对精液质量有害影响的证据不一致,研究结果表明,拟除虫菊酯对精子运动有有害的潜力,计数,和浓度。关注拟除虫菊酯暴露男性精液质量评估的研究,尤其是在特定的不同暴露水平下,建议采用前瞻性队列研究或对照横断面设计.
    Background: Pyrethroids are natural organic compounds extracted from flowers of pyrethrums and commonly used as domestic and commercial insecticides. Although it is effective in insect and parasitic control, its associated toxicity, including spermotoxicity, remains a challenge globally. Currently, the available reports on the effect of pyrethroids on semen quality are conflicting, hence an evaluation of its detrimental effect is pertinent. This study conducts a detailed systematic review and meta-analysis of the effects of pyrethroids on sperm quality. Materials and methods: The present study was performed according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Using a pre-defined strategic protocol, an internet search was done using combined text words. The criteria for eligibility were selected based on Population, Exposure, Comparator, Outcome, and Study Designs (PECO) framework, and relevant data were collected. Appraisal was done using The Office of Health Assessment and Translation (OHAT) tool for the evaluation of the Risk of Bias and the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) Working Group guidelines for the certainty of evidence. A quantitative meta-analysis was conducted with the Review Manager (RevMan). Results: Only 12 out of the 4, 050 studies screened were eligible for inclusion in this study. The eligible studies were from China (4), Japan (3), Poland (3), and United States (2). All the eligible studies were cross-sectional. A total of 2, 050 male subjects were included in the meta-analysis. Pyrethroid exposure significantly reduced sperm motility. Region-stratified subgroup analyses revealed that pyrethroid significantly reduced sperm motility among men in Poland and United States, and decreased sperm count among men in Japan. Pyrethroid exposure also reduced sperm concentration among men in Poland but increased sperm concentration among men in the United States. Conclusion: Although the study revealed inconsistent evidence on the detrimental effect of pyrethroids on semen quality, the findings showed that pyrethroids have deleterious potentials on sperm motility, count, and concentration. Studies focusing on the assessment of semen quality in pyrethroid-exposed men, especially at specific varying levels of exposure, and employing prospective cohort studies or controlled cross-sectional designs are recommended.
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  • 文章类型: Journal Article
    世界范围内对使用替代和补充方法治疗男性不育越来越感兴趣。这种兴趣催生了大量已发表的系统评价和荟萃分析。这项Umbrella审查的目的是巩固有关补充和替代医学对男性不育的影响的现有证据,以告知临床决策过程。
    进行了全面的搜索,以确定有关补充和替代医学对男性不育的影响的系统评价和荟萃分析。此搜索包含各种数据库,包括MEDLINE,CINAHL,PubMed,Scopus,Proquest,谷歌学者,SID,EMBASE,马吉兰,科克伦图书馆,Iranmedex,ScienceDirect,Sage.随后,两名研究人员从选定的荟萃分析和系统评价中独立提取数据,并使用多重系统评价2(AMSTAR2)评估其方法学质量。
    这项分析涵盖了11项研究,其中四人来自伊朗,两个来自韩国,五个来自中国。关于补充和替代医学的有效性的结果是有争议的,这表明需要进一步研究。AMSTAR2评估的系统评价和荟萃分析的方法学质量被评为低或极低。此评估归因于评论中对出版物偏见的审查不足,以及缺乏关于偏见风险影响的讨论。
    关于替代和补充医学在解决男性不育方面的有效性的现有证据是有限的。此外,已发表的系统评价和荟萃分析的总体方法学质量可能被低估,因为与之前的评估工具相比,AMSTAR2的使用似乎是一种更精确的评估工具.
    UNASSIGNED: There is increasing interest worldwide in using alternative and complementary approaches for treating male infertility. This interest has spawned a multitude of published systematic reviews and meta-analyses. The aim of this Umbrella review was to consolidate the available evidence regarding the effect of complementary and alternative medicine on male infertility to inform clinical decision-making processes.
    UNASSIGNED: A comprehensive search was conducted to identify systematic reviews and meta-analyses pertaining to the effects of complementary and alternative medicine on male infertility. This search encompassed various databases including MEDLINE, CINAHL, PubMed, Scopus, Proquest, Google Scholar, SID, EMBASE, Magiran, Cochrane Library, Iranmedex, ScienceDirect, SAGE. Subsequently, two researchers independently extracted the data from the selected meta-analyses and systematic reviews, and evaluated their methodological quality using the assessment of multiple systematic reviews 2 (AMSTAR2).
    UNASSIGNED: This analysis encompassed 11 studies, with four originating from Iran, two from Korea and five from China. The results regarding the effectiveness of complementary and alternative medicine are controversial, indicating a need for further research. The methodological quality of the systematic reviews and meta-analyses appraised by AMSTAR 2 was rated as low or critically low. This assessment is attributed to inadequate examination of publication biases in the reviews and a lack of discussion regarding the effect of risk of bias.
    UNASSIGNED: The existing evidence regarding the effectiveness of alternative and complementary medicine in addressing male infertility is limited. Furthermore, the overall methodological quality of the published systematic reviews and meta-analyses may have been underestimated as the use of AMSTAR2 appears to be a more precise appraisal instrument compared to its predecessor.
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  • 文章类型: Journal Article
    迄今为止,在显微切割睾丸精子提取(mTESE)时,尚未发现用于预测阳性精子回收(SR)的明确标记。我们的目的是进行系统评价和荟萃分析,以评估卵泡刺激素(FSH)的能力,抑制素B(InhB),和抗苗勒管激素(AMH)预测非梗阻性无精子症(NOA)患者接受mTESE的+SR。
    我们在PubMed中进行了搜索,EMBASE,WebofScience,和Scopus数据库,根据系统评价和荟萃分析声明的首选报告项目。选择34种出版物纳入分析。
    总的来说,平均+SR率为45%。汇总的标准化平均差(SMD)值揭示了+SR和-SR组之间的显着激素差异,具有较低的FSH(SMD-0.30),较高的InhB(SMD0.54),+SR组AMH(SMD-0.56)水平较低。汇总优势比(Ors)显示FSH(OR1.03,95%置信区间[CI]1.00-1.06)或InhB(OR1.01,95%CI1.00-1.02)对SR没有显着预测,尽管基线水平和研究异质性存在差异。相反,AMH具有显著的预测价值(OR0.82,95%CI0.73-0.92),+SR组中基线水平较低。+SR组InhB和FSH水平较高,而InhB表现出相反的趋势。
    尽管研究存在异质性,我们的荟萃分析结果支持AMH对接受mTESE的NOA男性的+SR的预测能力。
    我们对以前的研究结果进行了回顾和分析。我们的发现表明,对于患有非阻塞性无精子症的不孕症的男性,抗苗勒管激素的血液水平可以预测使用显微外科技术成功提取精子。另外两种激素的水平并不能预测精子提取成功。
    UNASSIGNED: No clear-cut markers for predicting positive sperm retrieval (+SR) at microdissection testicular sperm extraction (mTESE) have been identified thus far. Our aim was to conduct a systematic review and meta-analysis to evaluate the ability of follicle-stimulating hormone (FSH), inhibin B (InhB), and anti-Müllerian hormone (AMH) to predict +SR in men with nonobstructive azoospermia (NOA) undergoing mTESE.
    UNASSIGNED: We performed a search in the PubMed, EMBASE, Web of Science, and Scopus databases according to the Preferred Reporting Items for Systematic Review and Meta-analysis statement. Thirty-four publications were selected for inclusion in the analysis.
    UNASSIGNED: Overall, the mean +SR rate was 45%. Pooled standardized mean difference (SMD) values revealed significant hormonal differences between the +SR and -SR groups, with lower FSH (SMD -0.30), higher InhB (SMD 0.54), and lower AMH (SMD -0.56) levels in the +SR group. Pooled odds ratios (Ors) revealed no significant prediction of +SR by either FSH (OR 1.03, 95% confidence interval [CI] 1.00-1.06) or InhB (OR 1.01, 95% CI 1.00-1.02), despite variations in baseline levels and study heterogeneity. Conversely, AMH had significant predictive value (OR 0.82, 95% CI 0.73-0.92), with lower baseline levels in the +SR group. InhB and FSH levels were higher in the +SR group, while InhB exhibited the opposite trend.
    UNASSIGNED: Despite study heterogeneity, our meta-analysis findings support the ability of AMH to predict +SR for men with NOA undergoing mTESE.
    UNASSIGNED: We conducted a review and analysis of results from previous studies. Our findings show that for men with an infertility condition called nonobstructive azoospermia, blood levels of anti-Müllerian hormone can predict successful extraction of sperm using a microsurgical technique. Levels of two other hormones did not predict successful sperm extraction.
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  • 文章类型: Journal Article
    目的:探讨代谢综合征因素对男性不育夫妇精子DNA断裂(sDF)的影响。
    方法:对2013年1月1日至2023年9月13日发表的10个数据库进行了系统的文献检索。该协议已在PROSPERO(CRD42023458359)上注册,文献检索策略坚持PRISMA框架。评估sDF的研究,如DNA片段化指数(%DFI)所示,在男性不育夫妇中,纳入了与代谢综合征相关的因素。Meta分析,利用随机效应模型和贝叶斯框架网络,被执行,数据以标准化平均差(SMD)和相应的95%置信区间(CI)表示。
    结果:在确定的2579篇引文中,本荟萃分析包括11项研究。研究结果表明,%DFI与总体代谢综合征因素无关(p-tot=0.235;SMD=0.57[95CI:-0.37,1.52]),代谢综合征状态(p-tot=0.337;SMD=0.08[95CI:-0.08,0.24),体重指数增加(p-tot=0.237;SMD=0.71[95CI:-0.47,1.89]),或血糖谱(p-tot=0.93;SMD=0.13[95CI:-2.72,2.98])。在所有亚组中观察到高水平的异质性(p<0.01),除了代谢综合征。
    结论:代谢综合征因子与sDF之间的关联是相互矛盾的。然而,解释协会需要谨慎,作为混杂因素,高度异质性表明,可以隐瞒结果。代谢综合征可能会影响其他导致男性不育的因素,强调促进健康生活方式的重要性。
    OBJECTIVE: To investigate the impact of metabolic syndrome factors on sperm DNA fragmentation (sDF) in males from infertile couples.
    METHODS: A systematic literature search was performed across ten databases for literature published from January 1, 2013 until September 13, 2023. The protocol has been registered on PROSPERO (CRD42023458359), and the literature search strategy is adhered to the PRISMA framework. Studies that evaluated sDF, as indicated by DNA fragmentation index (%DFI), in males from infertile couples in relation to metabolic syndrome factors were included. Meta-analysis, using random effects model and Bayesian framework network, was performed, and data were presented as Standardized Mean Differences (SMD) with corresponding 95 % Confidence Interval (CI).
    RESULTS: Of the 2579 citations identified, eleven studies were included in this meta-analysis. The findings revealed that the %DFI was not associated with overall metabolic syndrome factors (p-tot = 0.235; SMD = 0.57 [95 %CI: -0.37, 1.52]), metabolic syndrome status (p-tot = 0.337; SMD = 0.08 [95 %CI: -0.08, 0.24), increased body mass index (p-tot = 0.237; SMD = 0.71 [95 %CI: -0.47, 1.89]), or glycaemic profile (p-tot = 0.93; SMD = 0.13 [95 %CI: -2.72, 2.98]). High levels of heterogeneity were observed (p < 0.01) in all subgroups, except for metabolic syndrome status.
    CONCLUSIONS: The association between metabolic syndrome factors and sDF is conflicting. However, interpreting the association requires caution, as confounding factors, indicated by high heterogeneity, may conceal the outcome. Metabolic syndrome may influence other factors contributing to male infertility, highlighting the importance of promoting a healthy lifestyle.
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  • 文章类型: Systematic Review
    目的:富血小板血浆(PRP)作为一种再生疗法,在男科领域获得了治疗勃起功能障碍(ED)和佩罗尼病(PD)的兴趣。本系统评价旨在批判性地评估目前使用PRP治疗这些疾病的证据。
    方法:我们于2023年12月根据PRISMA指南使用PubMed和Scopus数据库进行了系统的文献检索。如果他们评估了PRP治疗对人类ED或PD的影响,则包括研究。
    结果:我们确定了164篇文章,其中包括17个,由11项关于ED的研究组成,关于PD的5项研究,和1对两者的研究。我们纳入了四项随机对照试验,11项前瞻性队列研究,和三项回顾性队列研究,共包括1099例患者。关于ED和PD的研究通常显示具有轻度和短暂副作用的小到中度益处,并且没有报告重大不良事件。一般限制包括PRP协议的变化,小样本量,短期随访,除了三项ED随机试验和一项PD随机试验外,缺乏对照组。
    结论:关于男科PRP治疗的文献是有限的,由于方案和方法学上的缺陷,难以解释。需要进一步的研究来确定PRP治疗的最佳准备和治疗方案,并阐明其在男科中的有效性。
    OBJECTIVE: Platelet-rich plasma (PRP) as a regenerative therapy has gained interest in the field of andrology for the treatment of erectile dysfunction (ED) and Peyronie\'s disease (PD). This systematic review aims to critically evaluate the current evidence on the use of PRP for these conditions.
    METHODS: We performed a systematic literature search according to the PRISMA guidelines using PubMed and Scopus databases in December 2023. Studies were included if they evaluated the effect of PRP therapy for ED or PD in humans.
    RESULTS: We identified 164 articles, 17 of which were included, consisting of 11 studies on ED, 5 studies on PD, and 1 study on both. We included four randomized controlled trials, 11 prospective cohort studies, and three retrospective cohort studies including a total of 1099 patients. The studies on ED and PD generally showed small to moderate benefits with mild and transient side effects and no major adverse events were reported. General limitations included variations in PRP protocols, small sample sizes, short follow-up periods, and lack of control groups except in the three randomized trials on ED and the one on PD.
    CONCLUSIONS: The literature on PRP therapy in andrology is limited and difficult to interpret due to variations in protocols and methodological drawbacks. Further research is necessary to determine the optimal preparation and treatment protocols for PRP therapy and clarify its effectiveness in andrology.
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  • 文章类型: Journal Article
    据估计,全世界有15%的育龄夫妇患有不孕症,大约50%的病例是由男性因素引起的。通过辅助生殖技术和分子遗传学方法在男性不育症的诊断和治疗方面取得了重大进展。然而,关于精子发生过程中基因调控的潜在机制研究还不够。鸟嘌呤-四链体(G4s)是一类在基因组和RNA中常见的核酸的非规范二级结构,在各种生物过程中起重要作用。有趣的是,DEAH-box解旋酶36(DHX36)对G4s具有很高的特异性,可以酶解DNAG4s和RNAG4s,并且在睾丸中高度表达,从而调节多种细胞功能,包括转录,前mRNA剪接,翻译,端粒维持,基因组稳定性,和RNA代谢在发育和男性不育中的作用。这篇综述概述了G4s和DHX36在生殖和发育中的作用。我们主要关注DHX36在男性不育中的潜在作用。我们还讨论了DHX36通过G4s介导的精子发生相关基因的精子发生机制的未来可能的研究方向,为男性不育的基因治疗提供新的靶点。
    It is estimated that 15 % of couples at reproductive age worldwide suffer from infertility, approximately 50 % of cases are caused by male factors. Significant progress has been made in the diagnosis and treatment of male infertility through assisted reproductive technology and molecular genetics methods. However, there is still inadequate research on the underlying mechanisms of gene regulation in the process of spermatogenesis. Guanine-quadruplexes (G4s) are a class of non-canonical secondary structures of nucleic acid commonly found in genomes and RNAs that play important roles in various biological processes. Interestingly, the DEAH-box helicase 36 (DHX36) displays high specificity for the G4s which can unwind both DNA G4s and RNA G4s enzymatically and is highly expressed in testis, thereby regulating multiple cellular functions including transcription, pre-mRNA splicing, translation, telomere maintenance, genomic stability, and RNA metabolism in development and male infertility. This review provides an overview of the roles of G4s and DHX36 in reproduction and development. We mainly focus on the potential role of DHX36 in male infertility. We also discuss possible future research directions regarding the mechanism of spermatogenesis mediated by DHX36 through G4s in spermatogenesis-related genes and provide new targets for gene therapy of male infertility.
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  • 文章类型: Journal Article
    角豆树(Ceratoniasiliqua)补充剂可以提高精子质量。这项研究旨在总结有关角豆(Ceratoniasiliqua)补充剂对不育男性精子质量和生殖激素影响的现有证据。从开始到10月20日,对五个数据库进行了系统搜索,最后更新于2023年11月20日。比较角豆(Ceratoniasiliqua)补充剂与非干预对照组对不育男性的随机临床试验(RCT)。通过Cochrane偏倚风险工具2评估偏倚风险和证据确定性。使用随机效应模型估计计算汇总效应大小测量值,并报告为标准化平均差和95%置信区间。报告遵循PRISMA准则。该分析包括四项研究,涉及236名不育男性。结果发现,在角豆干预后,不育男性的精子活力得到改善(MD:11.30,95%CI:5.97至16.64,Z=4.15,p<0.00001),与对照组相比有显著差异。角豆大小对不育男性精液数量的影响呈阳性,且关系有统计学意义(MD:5.42,95%CI:1.58~9.42,Z=2.77,p=0.006)。当分析不育男性的激素参数时,与对照组相比,MDA(丙二醛)值降低(MD=-4.81,95%CI:-10.18至0.56,Z=1.76,p=0.08),他们之间有很大的区别。与不育男性的非干预对照组相比,角豆(Ceratoniasiliqua)补充剂与精子质量的改善有关。然而,高品质,需要更大的随机对照试验才能得出更明确的结论。
    Carob (Ceratonia siliqua) supplements can increase sperm quality. This study aimed to summarize the available evidence about the effects of carob (Ceratonia siliqua) supplements on sperm quality and reproductive hormones in infertile men. Systematic searches of five databases were conducted from inception to October 20, with the last update on November 20, 2023. Randomized clinical trials (RCTs) that compared carob (Ceratonia siliqua) supplements with nonintervention control groups on infertile man. Risk of bias and certainty of evidence were assessed by the Cochrane risk of bias tool 2. Summary effect size measures were calculated using a random-effects model estimation and are reported as standardized mean differences and 95% confidence intervals. Reporting followed the PRISMA guidelines. The analysis included four studies involving 236 infertile men. It was found that sperm motility of infertile men improved after carob intervention (MD:11.30, 95% CI:5.97 to 16.64, Z = 4.15, p < 0.00001), and there was a significant difference compared to control groups. The effect size of carob on semen quantity in infertile men was positive, and the relationship was statistically significant (MD:5.42, 95% CI:1.58 to 9.42, Z = 2.77, p = 0.006). When hormone parameters of infertile men were analyzed, the MDA (malondialdehyde) value decreased compared to the control group (MD = -4.81, 95% CI: -10.18 to 0.56, Z = 1.76, p = 0.08), and there was a significant difference between them. Carob (Ceratonia siliqua) supplements was associated with improvement in sperm quality compared with nonintervention control groups in infertile man. However, high-quality, larger RCTs are required to draw more definitive conclusions.
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  • 文章类型: Journal Article
    不育症是一种常见的临床疾病,大约一半的主要原因是男性相关的不育症。这种异常的发病机制通常不确定;因此建立适当的治疗方案相对不确定。近年来,大量证据表明,间充质干细胞(MSCs)可为男性不育的创新和有效治疗提供希望。本研究回顾了MSCs在人类和动物男性不育中精子发生恢复中的可能应用,为未来的临床实践提供了新的途径。从2000年1月1日至2023年8月1日在“PubMed”和“GoogleScholar”上发表的文章,通过搜索“间充质干细胞”项目进行了调查,“细胞疗法”,“细胞移植”,and,“再生医学”关键词,除了“泌尿外科”,\"男科\",“生殖医学”,“男性不育”,“无精子症”,和“精子发生”。MSCs移植治疗男性不育症的结果似乎令人鼓舞,它们揭示了这些细胞恢复精子发生的安全性和有效性;尽管在招募MSCs治疗男性不育症的临床应用之前,仍需要进一步的干细胞研究。进行更明确的定义,标准化,和可重复的方案,并在更长的随访期内纳入更大的样本量,可以有利于MSC移植在恢复精子发生和治疗男性不育中的相关性。似乎开发和利用干细胞移植,外泌体,脚手架输送系统,和三维(3D)培养方法可能为从细胞疗法治疗男性不孕症中获得更多益处打开一个新窗口。
    Infertility is a common clinical condition and about half of the major causes are due to male-related infertility. Pathogenesis of this abnormality is generally undefined; so establishing a proper treatment option is relatively uncertain. In recent years, several evidences demonstrated that mesenchymal stem cells (MSCs) can be a hope for innovative and efficient treatment of male infertility. This study reviews possible applications of MSCs in the restoration of spermatogenesis in male infertility of both humans and animals to suggest new avenues for future clinical practices. Articles published in \"PubMed\" and \"Google Scholar\" from January 1, 2000, to August 1, 2023, were investigated by searching items of \"mesenchymal stem cells\", \"cell therapy\", \"cell transplantation\", and, \"regenerative medicine\" keywords, in addition to the \"urology\", \"andrology\", \"reproductive medicine\", \"male infertility\", \"azoospermia\", and \"spermatogenesis\". The results obtained from the transplantation of MSCs in the treatment of male infertility seemed encouraging and they revealed the safety and efficacy of these cells to recover spermatogenesis; eventhough further stem cell research is still required before recruiting clinical application of MSCs in the treatment of human male infertility. Undertaking more well-defined, standardized, and reproducible protocols and enrolling larger sample sizes during a longer follow-up period can benefit the relevance of MSC transplantation in the restoration of spermatogenesis and treatment of male infertility. It seems that developing and utilizing stem cell transplantations, exosomes, scaffold delivery systems, and three dimensional (3D) culture methods may open a new window to getting more benefits from cell therapy in the treatment of men infertility.
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  • 文章类型: Journal Article
    男性不育是一个相关的公共卫生问题,但是到目前为止,还没有对不同的机器学习(ML)模型及其准确性进行系统的审查。本综述旨在全面研究ML算法在预测男性不育中的应用。因此报告了所使用的模型在预测男性不育症作为主要结局的准确性。将特别注意人工神经网络(ANN)的使用。在PubMed进行了全面的文献检索,Scopus,和科学直接在2023年7月15日至10月23日之间,根据系统审查和荟萃分析(PRISMA)指南的首选报告项目进行。我们使用推荐的工具对纳入的研究进行了质量评估,该工具建议用于所采用的研究设计类型。我们还对与纳入研究相关的偏倚风险(RoB)进行了筛查。因此,43相关出版物被纳入这篇综述,总共检测到40种不同的ML模型。这些研究包括报道了良好的质量,即使RoB并不总是适合所有类型的研究。纳入的研究报告,使用ML模型预测男性不育的平均准确率为88%。我们发现只有七项研究使用ANN模型预测男性不育,报告中值准确率为84%。
    Male infertility is a relevant public health problem, but there is no systematic review of the different machine learning (ML) models and their accuracy so far. The present review aims to comprehensively investigate the use of ML algorithms in predicting male infertility, thus reporting the accuracy of the used models in the prediction of male infertility as a primary outcome. Particular attention will be paid to the use of artificial neural networks (ANNs). A comprehensive literature search was conducted in PubMed, Scopus, and Science Direct between 15 July and 23 October 2023, conducted under the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. We performed a quality assessment of the included studies using the recommended tools suggested for the type of study design adopted. We also made a screening of the Risk of Bias (RoB) associated with the included studies. Thus, 43 relevant publications were included in this review, for a total of 40 different ML models detected. The studies included reported a good quality, even if RoB was not always good for all the types of studies. The included studies reported a median accuracy of 88% in predicting male infertility using ML models. We found only seven studies using ANN models for male infertility prediction, reporting a median accuracy of 84%.
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  • 文章类型: Journal Article
    临床前研究提供了令人信服的证据,表明暴露于低压低氧(HH)会导致精子发生恶化。这种不利影响延伸到潜在的分子机制,逐渐导致生精上皮和生殖细胞受损以及精液参数改变。的确,几项研究表明,暴露于HH的动物,无论是在自然高海拔环境中还是在模拟缺氧条件下,表现出对精子发生的自我更新和分化的损害,生殖系细胞凋亡的增加,和生精小管的结构改变。与生殖细胞分化抑制和凋亡增加相关的主要机制之一是氧化应激水平升高,与HH暴露密切相关。人类研究表明,暴露于HH的个体,比如登山者和登山者,精子数量减少,运动性降低,生存能力下降,精子增加,精液形态异常。该证据强烈表明,暴露于HH可能被认为是可能提高男性不育患病率的重要危险因素。这篇文献综述旨在提供全面的描述,并提出可能阐明HH引起的不育过程的潜在机制。通过这样做,它有助于扩大我们对极端环境对人体生理构成的挑战的理解,为这一领域的研究开辟了新的途径。
    Preclinical research has provided compelling evidence indicating that exposure to hypobaric hypoxia (HH) results in a deterioration of spermatogenesis. This adverse effect extends to the underlying molecular mechanisms, progressively leading to impairments in the seminiferous epithelium and germ cells and alterations in semen parameters. Indeed, several studies have demonstrated that animals exposed to HH, whether in natural high-altitude environments or under simulated hypoxic conditions, exhibit damage to the self-renewal and differentiation of spermatogenesis, an increase in germline cell apoptosis, and structural alterations in the seminiferous tubules. One of the primary mechanisms associated with the inhibition of differentiation and an increase in apoptosis among germ cells is an elevated level of oxidative stress, which has been closely associated with HH exposure. Human studies have shown that individuals exposed to HH, such as mountaineers and alpinists, exhibit decreased sperm count, reduced motility, diminished viability, and increased sperm with abnormal morphology in their semen. This evidence strongly suggests that exposure to HH may be considered a significant risk factor that could elevate the prevalence of male infertility. This literature review aims to provide a comprehensive description and propose potential mechanisms that could elucidate the infertility processes induced by HH. By doing so, it contributes to expanding our understanding of the challenges posed by extreme environments on human physiology, opening new avenues for research in this field.
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